basic EDA
## STATION_NAME
## 1 KELOWNA
## 2 KELOWNA BOWES STREET
## 3 KELOWNA A
## 4 KELOWNA AWOS
Plot
EHF plot
plot 90th compare different based year
plot certain year temp dist vs baseline 90th
plot 90th (blue) vs all year temp dist (grey). Based line is all
year.
Analyze the hw
prepare for the data
## # A tibble: 31 × 7
## Month Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
## <int> <int> <dbl> <dbl> <dbl> <lgl> <dbl>
## 1 1 4 5 8.7 4 TRUE 1
## 2 1 6 5 7.7 6 TRUE 1
## 3 1 19 6.12 8.2 19 TRUE 1
## 4 1 27 6.7 8.4 27 TRUE 1
## 5 3 19 14.2 14.6 78 TRUE 1
## 6 3 20 14.4 16.1 79 TRUE 2
## 7 3 21 14.4 17.1 80 TRUE 3
## 8 3 22 14.7 16.8 81 TRUE 4
## 9 3 23 15.1 17.1 82 TRUE 5
## 10 3 28 16.1 16.3 87 TRUE 1
## # ℹ 21 more rows
plot overall count of hw through years
plot for heat map
seperate view of the heatmap
examine specific year (grep line vs 90 vs specific year)
according bar
Plot EHF vs Percentile_90 for specific year
1958
1971
1998
2021
2022
